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perplexity-evaluation

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Abtahi360 / Trigram-Language-Model-with-Story-Generation

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This project implements a Trigram Language Model from scratch in Python as part of a Natural Language Processing assignment. The model learns word patterns from a corpus and generates meaningful text using probabilistic methods.

text-generation greedy-algorithm linear-interpolation bigram-model laplace-smoothing text-preprocessing unigram-model trigram-language-model n-gram-modeling perplexity-evaluation
  • Updated Mar 25, 2026
  • Python

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